insights / picker
—— per-student insight

Vivaan Singh

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CY-70870 · 16 yrs · Grade 11 · Nilgiri International
confidence · HIGH live · claude-sonnet-4-6 · cached · 10698ms on the original call
RIASEC top 3: E A I
— riasec profile

Vivaan Singh's Holland Code

Hand-rendered SVG · 6 dimensions, scored 0–100.

20 40 60 80 100 37 68 78 68 88 34 Realistic Investigative Artistic Social Enterprising Conventional

top 3 → EAI

— aptitude · DAT V

Student vs cohort mean

Vivaan Singh · Cohort mean

—— ai narrative
live · claude-sonnet-4-6 · served from cache

Vivaan Singh presents a compelling and well-rounded profile that points toward careers sitting at the intersection of creativity, analysis, and leadership. The dominant RIASEC dimensions — Enterprising, Artistic, and Investigative — form a pattern well suited to roles that blend original thinking with strategic execution. Career-match modelling places Product Designer at the top (fit: 79), followed closely by Startup Founder (76) and Marketing Specialist (65), all of which reward the combination of imaginative and analytical strengths Vivaan brings.

On the aptitude side, Vivaan's standout scores are verbal reasoning and mechanical reasoning, with speed and accuracy also above average. The Artistic (78) and Investigative (68) RIASEC dimensions align naturally with analytical-creative pathways, and data science emerged as a particularly energising area during guided exploration [2]. It is worth noting that the mock CET battery revealed accuracy on data interpretation as a specific gap, and a targeted six-week sprint on DI sets — two evenings per week — was recommended to address this [3].

A recurring theme across sessions is the challenge of managing parental expectations alongside personal interests [1]. This is an important dynamic to continue exploring openly, as alignment between family support and career direction tends to significantly affect a student's confidence and follow-through. Vivaan's engagement during counselling sessions has been strong, which is itself a good indicator of self-awareness and readiness to plan purposefully.

The breadth of Vivaan's profile — strong verbal ability, creative sensibility, and entrepreneurial energy — means multiple fulfilling paths are genuinely viable, and the priority now is deepening exposure to real-world practitioners in design and product spaces.

Recommended next step: Vivaan should complete the scheduled mock interview with an industry mentor, ideally from a product design or early-stage startup background, to ground career thinking in practical insight.

why this confidence level

live LLM inference grounded in 3 cited reports + RIASEC/aptitude data

—— top 5 matches

Career fit (ranked)

1
Product Designer
Design · fit 79
2
Startup Founder
Entrepreneurship · fit 76
3
Marketing Specialist
Entrepreneurship · fit 65
4
Film Maker / Cinematographer
Design · fit 65
5
Writer / Journalist
Arts & humanities · fit 62
Computed live · RIASEC overlap × demand index. Algorithm visible at /dashboard.
—— supervisor review · §3.4

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—— citations

Source reports

Every [N] in the narrative above links to one of these reports. The summary cannot make claims that have no source.

[1]
Session note Mar 9, 2026 report #145
Career exploration session — Grade 11
[2]
Assessment Dec 29, 2025 report #36
RIASEC + DAT V battery interpretation — Vivaan Singh
[3]
Test result Jul 6, 2025 report #49
Mock CET / aptitude battery — Vivaan Singh
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